# digitalbystella (@digitalbystella) on tiktok

- id: koinon:creator:tiktok_digitalbystella
- url: https://koinonlink.com/kol/tiktok/digitalbystella
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: digitalbystella
- platform_url: https://www.tiktok.com/@digitalbystella
- website: https://stella.elifagency.com
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5123
- following: 36
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: ecommerce
- subcategory: dropship
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: WordPress vs Shopify pour e-commerce, Dropshipping et business en ligne, SEO et SEA, Mindset entrepreneurial, Création de sites web e-commerce
- bio: ⚡Création site WordPress / SEO, SEA 
Tips e-commerce gratuits 📲
Tu débutes et tu sais pas par où commencer ? Jette un œil par la ⬇️⬇️⬇️

## Audience (inferred)
- status: present
- description: French-speaking beginners in e-commerce and online business, often solo entrepreneurs looking for practical advice on WordPress, dropshipping, and SEO/SEA
- roles: ecom_ops
- seniority: learner
- pain_points: Not knowing where to start with an online business, Choosing and setting up between WordPress and Shopify, Lack of motivation and feeling isolated as an entrepreneur, Getting first results with SEO/SEA and dropshipping
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_digitalbystella#e70ba841] Et bien sûr, quand on calera un visio pour votre projet, j’enlèverai ma cagoule pour soucis de transparence. À très vite les entrepreneurs 🫶🏼 #businessenligne #wordpress #ecommerce #shopify #dropshipping (https://www.tiktok.com/@digitalbystella)
- [tiktok_digitalbystella#d38a9f79] original sound - digitalbystella
- [tiktok_digitalbystella#20b65d21] It is a becoming a big trend on TikTok now! Click here: businessenligne
- [tiktok_digitalbystella#42d44399] Check out IG : digitalbystella’s video! #TikTok >
- [tiktok_digitalbystella#9f75dbd0] Pourquoi je porte la cagoule ? #fyp #foryoupagе #ecommerce #danger #businessenligne
- [tiktok_digitalbystella#ad96e5c9] Désolée pour la quali du cadrage mais j’suis pas formatrice c’est à la bonne franquette 😂 #fyp #foryou #foryoupage #MonBusiness #businessenligne #dropshipping #ecommerce #ecom #entrepreneuriat #business #seo #referencementnaturel #google #googletrends #semrush #trafic #traficgra
- [tiktok_digitalbystella#13452d1a] Jsp pk il a plus rep 🤷🏽‍♀️🤷🏽‍♀️
- [tiktok_digitalbystella#e8b4ac95] Curious Animals

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=104, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=58, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=104, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=104, method=platform_profile

## Freshness
- profile_checked_days_ago: 104
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_digitalbystella
- Request removal: https://koinonlink.com/claim?k=tiktok_digitalbystella
- Terms: https://koinonlink.com/for-ai